3. likelihood-based image id code- Computer-assisted method for assigning animal ids to a database of images using phenotypic measurements extracted from each image. Method is based on likelihood theory, and can handle multiple sources of error inherit in image identification.

4. Simple Prediction Intervals- Calculation of prediction intervals to include k of m future observations for normal and non-normal data. Also precedence intervals should be computed to include the future median.